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beanz  

Bayesian Analysis of Heterogeneous Treatment Effect
View on CRAN: Click here


Download and install beanz package within the R console
Install from CRAN:
install.packages("beanz")

Install from Github:
library("remotes")
install_github("cran/beanz")

Install by package version:
library("remotes")
install_version("beanz", "3.1")



Attach the package and use:
library("beanz")
Maintained by
Chenguang Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-05-04
Latest Update: 2023-08-09
Description:
It is vital to assess the heterogeneity of treatment effects (HTE) when making health care decisions for an individual patient or a group of patients. Nevertheless, it remains challenging to evaluate HTE based on information collected from clinical studies that are often designed and conducted to evaluate the efficacy of a treatment for the overall population. The Bayesian framework offers a principled and flexible approach to estimate and compare treatment effects across subgroups of patients defined by their characteristics. This package allows users to explore a wide range of Bayesian HTE analysis models, and produce posterior inferences about HTE. See Wang et al. (2018) for further details.
How to cite:
Chenguang Wang (2016). beanz: Bayesian Analysis of Heterogeneous Treatment Effect. R package version 3.1, https://cran.r-project.org/web/packages/beanz. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0 (2016-05-04 09:00), 1.5 (2016-07-06 23:23), 1.6 (2016-07-29 06:41), 1.7.1 (2016-11-14 11:15), 1.7 (2016-10-17 12:41), 2.0 (2017-04-23 09:10), 2.1 (2017-05-07 08:06), 2.2 (2018-04-25 21:51), 2.3 (2018-06-13 23:38), 2.4 (2018-11-05 22:30)
Other packages that cited beanz R package
View beanz citation profile
Other R packages that beanz depends, imports, suggests or enhances
Complete documentation for beanz
Functions, R codes and Examples using the beanz R package
Some associated functions: beanz-package . bzCallStan . bzComp . bzGailSimon . bzGetSubgrp . bzGetSubgrpRaw . bzPredSubgrp . bzRptTbl . bzShiny . bzSummary . solvd.sub . 
Some associated R codes: beanz_data.R . beanz_package.R . beanz_present.R . beanz_shiny.R . beanz_stan.R . beanz_subgrp.R . stanmodels.R . zzz.R .  Full beanz package functions and examples
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